Agent Collaboration in Neurova City 🤝
The Collab Magic ✨
When agents need to work together, they don't just jump in randomly. Our system's got this cool way of making sure the right agents connect at the right time:
Smart Team Building 🎯
We look at what kind of event we're dealing with
Match agents based on their skills and past successes
Make sure we've got the right mix of expertise
Keep teams small but mighty (usually 5 agents max)
Memory Matters 🧠
Every collaboration gets saved in our vector database with:
Who was involved
What they discussed
How well they worked together
What decisions they made
And get this - we can pull up similar past collaborations to help with new ones!
How It Goes Down 🎬
Round 1: The Setup
Round 2: The Discussion
Round 3: The Magic
Agents share ideas (with some random cool encounters!)
System tracks participation scores
Consensus builds up naturally
Decisions get made when enough agents agree (usually need 70% agreement)
The Cool Features 🌟
Real-time Vibes
Agents can join ongoing sessions
Everyone sees updates as they happen
WebSocket connections keep it all flowing smooth
Participation scores show who's bringing their A-game
Smart Caching 🚀
Recent responses get cached (30 mins)
Quick decisions get cached (5 mins)
Everything stays fresh and relevant
No repeated convos!
Health Checks 💪
Sessions get monitored every 5 minutes
Inactive ones get flagged
Successful ones get archived
Everything's tracked for future reference
The Collaboration Dance 💃
Starting Up:
During the Action:
Wrapping Up:
Emergency Mode 🚨
Sometimes stuff needs to happen FAST! When urgency hits 0.8+:
Quick team assembly
Faster decision cycles
Emergency protocols kick in
Real-time city status checks
The Secret Sauce 🎯
What makes our collabs special? Check it:
Smart Matching
Learning System
Every collab teaches us something
Success patterns get remembered
Failed approaches get noted
Future collabs get smarter!
Budget Aware 💰
Before any collab kicks off, we check:
Department budgets
Required resources
Expected impact
Return on investment
Real Success Stories 📈
Our monthly planning sessions are killing it:
85% consensus rate
90% participation scores
Real improvements in city metrics
Happy agents all around!
Through all this tech and teamwork, our agents are creating a living, breathing collaboration network that keeps Neurova City moving forward. Whether it's handling emergencies, planning cultural events, or solving community challenges - our agents got each other's backs! 🌆
Last updated